Michele Tassoni

ist offen für Projekte. 🔎

Bis 2020, Data Scientist, Wayfair
Berlin, Germany

Fähigkeiten und Kenntnisse

Python
NumPy
Pandas
scikit-learn
scikit-image
matplotlib
PyTorch
Fasttext
R
SQL
MongoDB
Linux
MySQL
vertica
Apache Hive
Apache Spark
Apache Airflow
Mac OS
Machine learning
Docker
Windows
CellProfiler
ImageJ
MS Office
ArcView
ArcGIS
Big Data Analytics
ETL-Prozesse
ETL
database
Data Science
Data Analysis
data aggregation
Data Integration
Drug Discovery
High-content analysis
Morphological image processing
Statistics
Confocal Microscopy
Cell culture
Computational Biology
Biology
Environmental science
Klassifizierung
Technik
Produkt

Werdegang

Berufserfahrung von Michele Tassoni

  • Current 4 years and 11 months, since Jul 2021

    Data Engineer

    Contorion GmbH
  • 1 year and 11 months, May 2018 - Mar 2020

    Data Scientist

    Wayfair

    • Product matching and classification with supervised machine leaning techniques • Performed creation and optimization of python scripts finalised to the gathering, processing and classification of competitor product data using numerical, text and imagery features. • Developed competitor product matching machine learning pipeline for the German and United Kingdom markets • Directly involved and unique responsible for the relationships with business stakeholders and engineering partners

  • 5 years and 8 months, Sep 2012 - Apr 2018

    Image and Data Scientist

    DZNE Bonn

    • Automated image processing and data analysis in the context of high content screening • Supervised and unsupervised machine learning techniques finalised to cluster and classify multivariate cellular phenotypic profiles • Developed data integration pipelines to collect relevant biological and chemical data from public chemical databases (PubChem, ChEMBL, etc). • NoSQL database design, development and maintenance, for biological and chemical data storage.

  • 7 years, Sep 2005 - Aug 2012

    Agricultural Worker

    Family's agricultural business

    Involved in all production steps ranging from the cultivation and harvest of the raw material (kiwi fruit, grapes, olives to selling the finished products (kiwi fruit, wine, olive oil)

Ausbildung von Michele Tassoni

  • 7 years and 10 months, Mar 2013 - Dec 2020

    Computational Neuroscience

    Universität Bonn

    Image and data analysis in the fields of high content screening, computational biology and drug discovery

  • 2 years and 8 months, Sep 2009 - Apr 2012

    Systems Biology

    Tuscia University

    Specialism in natural products, biochemistry, pharmacology, cell biology

  • 5 years and 9 months, Oct 1999 - Jun 2005

    Environmental Sciences

    Tuscia University

    • Mathematics, physics, statistics, informatics • Diploma thesis: "Hydrological investigation and characterization, both desk and field work of carbonate-rock aquifers finalized to the conservation and management of the water resource" • G.I.S. software: ArcView, ArcGIS

Sprachen

  • English

    C1 (Fließend)

  • Italian

    C2 (Verhandlungssicher / Muttersprachlich)

  • German

    B1-B2 (Gute Kenntnisse)

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